Faculty of Computer Science

DI Dr.techn. Lena Bauer, BSc

Lena Bauer
Research Group Data Mining and Machine Learning
Währinger Straße 29
1090 Wien
Room : 3.43
lena.bauer(at)univie.ac.at
u:cris portal

Courses

Publications

Extension of the Dip-test Repertoire - Efficient and Differentiable p-value Calculation for Clustering. / Bauer, Lena G. M.; Leiber, Collin; Böhm, Christian et al.
Proceedings of the 2023 SIAM International Conference on Data Mining, SDM 2023, Minneapolis-St. Paul Twin Cities, MN, USA, April 27-29, 2023. SIAM, 2023. p. 109-117.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

Quantification of Kuramoto Coupling Between Intrinsic Brain Networks Applied to fMRI Data in Major Depressive Disorder. / Bauer, Lena; Hirsch, Fabian ; Jones, Corey et al.
In: Frontiers in Computational Neuroscience, Vol. 16, 729556, 03.03.2022.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.3389/fncom.2022.729556

The DipEncoder: Enforcing Multimodality in Autoencoders. / Leiber, Collin; Bauer, Lena G. M.; Neumayr, Michael et al.
KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14 - 18, 2022. ed. / Aidong Zhang; Huzefa Rangwala. ACM, 2022. p. 846-856.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1145/3534678.3539407

Dip-based Deep Embedded Clustering with k-Estimation. / Bauer, Lena; Leiber, Collin; Schelling, Benjamin et al.
KDD 2021 - Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining: August 14 - 18, 2021. New York, NY: Association for Computing Machinery (ACM), 2021. p. 903-913.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1145/3447548.3467316

Details (Don't) Matter: Isolating Cluster Information in Deep Embedded Spaces. / Miklautz, Lukas; Bauer, Lena; Mautz, Dominik et al.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (IJCAI-21): Montreal, 19-27 August 2021. ed. / Zhi-Hua Zhou. International Joint Conferences on Artificial Intelligence, 2021. p. 2826-2832.

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.24963/ijcai.2021/389

Utilizing Structure-rich Features to improve Clustering. / Schelling, Benjamin; Bauer, Lena; Behzadi Soheil, Sahar et al.
Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2020, Proceedings: European Conference, ECML PKDD 2020, Ghent, Belgium, September 14–18, 2020, Proceedings, Part I. ed. / Frank Hutter; Kristian Kersting; Jeffrey Lijffjit; Isabel Valera. Vol. 12457 1. ed. Cham: Springer International Publishing, 2021. p. 91-107 (Lecture Notes in Computer Science).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1007/978-3-030-67658-2_6

The Data Mining Group at University of Vienna. / Altinigneli, Muzaffer Can; Bauer, Lena G. M.; Behzadi, Sahar et al.
In: Datenbank-Spektrum, Vol. 20, 01.03.2020, p. 71-79.

Publications: Contribution to journal › Article › Peer Reviewed

doi.org/10.1007/s13222-020-00337-9

Planting Synchronisation Trees for Discovering Interaction Patterns among Brain Regions. / Bauer, Lena; Grohs, Philipp; Wohlschläger, Afra et al.
Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019: 8–11 November 2019 Beijing, China. ed. / Panagiotis Papapetrou; Xueqi Cheng; Qing He. Piscataway, NJ: IEEE, 2019. p. 1035-1036 8955527 (International Conference on Data Mining workshops).

Publications: Contribution to book › Contribution to proceedings › Peer Reviewed

doi.org/10.1109/ICDMW.2019.00149
1 - 8 out of 8

Talks

Treating resting state networks as coupled oscillators: Solving the Kuramoto model on empirical fMRI data

Bauer, L. (Speaker) & Wohlschäger, A. M. (Speaker)

13 Feb 2020

Activity: Talks and presentations › Talk or oral contribution › Science to Science